Automated QC

Automated QC is an AI-enabled quality control module developed by Proscia, designed for life sciences and digital pathology laboratories that need to maintain high data quality in their research workflows. Embedded seamlessly within the Concentriq® LS enterprise pathology platform, it automatically detects and segments whole slide images (WSIs) containing artifacts, helping labs optimize their quality control processes and ensure the integrity of the image data driving drug discovery and research.

Proscia's Automated QC has been trained and tested on one of the most diverse and extensive datasets of any automated quality control solution available on the market. The validation process involved training on over 70,000 whole slide images, with performance assessment conducted across more than 10,000 WSIs, underscoring the robustness and accuracy of its artifact detection capabilities.

Key Capabilities

• AI-enabled artifact detection and segmentation across whole slide images
• Comprehensive and accurate identification of image quality issues that could compromise research data
• Trained and validated on an industry-leading dataset of over 70,000 WSIs
• Performance assessed on more than 10,000 WSIs to ensure reliability and accuracy
• Seamless embedding within the Concentriq® LS platform for uninterrupted workflow integration

Workflow Integration

• Operates directly within the Concentriq® LS enterprise pathology platform, requiring no separate tooling or manual handoffs
• Automates the quality control step in digital pathology workflows, reducing manual review burden on laboratory staff
• Supports acceleration of drug discovery pipelines by improving the quality and consistency of image data used in AI-driven analyses

Validation and Resources

• Proscia provides a detailed solution brief covering how Automated QC works, how it was validated, and deployment guidance for improving workflow efficiency and data quality
• On-demand webinar content is available covering the benefits of digital pathology with Automated QC for accelerating drug discovery
• Dedicated brochures and research publications support informed evaluation and adoption

Automated QC is deployed as part of the broader Concentriq® LS enterprise platform, which is purpose-built for AI-driven drug development in life sciences organizations. It is suited for labs seeking to standardize and scale their quality control processes while leveraging AI to maintain the high data standards required for precision medicine research.